Stochastic Simulation of Typhoon in Northwest Pacific Basin Based on Machine Learning

Table 1

Setting of input and output layers in the neural network.

Prediction model	Name of the neural network	Input data	Node number of the input layer	Output data	Node number of the output layer
Typhoon translation speed model	ANNa1	ci, θi, ψ, and λ	4	ci+1-ci	1
	ANNa2	lnci, θi, ψ, and λ	4	lnci+1-lnci	1
	ANNa3	lnci, θi	2	lnci+1-lnci	1
Storm heading model	ANNb1	ci, θi, θi-1, ψ, and λ	5	θi+1-θi	1
	ANNb2	ci, θi	2	θi+1-θi	1
Typhoon intensity model	ANNc1	pi, pi-1, and Tsi	3	pi+1-pi	1
	ANNc2	pi, Tsi	2	pi+1-pi	1